{"id":"W4403072915","doi":"10.1353/sfs.2024.a938541","title":"Review: <i>Equipping Space Cadets: Primary Science Fiction for Young Children</i> , by Emily Midkiff","year":2024,"lang":"en","type":"article","venue":"Science Fiction Studies","topic":"Historical Geography and Geographical Thought","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"History","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.005504617,0.0002187092,0.0003262551,0.0005172549,0.006167199,0.0003745318,0.0006725657,0.00008389268,0.00001628313],"category_scores_gemma":[0.001530739,0.000188418,0.0002328172,0.01250957,0.005780536,0.00164674,0.0001527133,0.0002776667,0.00002229698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006031357,"about_ca_system_score_gemma":0.0004691961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002419583,"about_ca_topic_score_gemma":0.00003953424,"domain_scores_codex":[0.9961699,0.00008853369,0.0003971005,0.001013731,0.001440226,0.0008904843],"domain_scores_gemma":[0.9984033,0.0002526808,0.0001186143,0.0002748657,0.0006831907,0.000267349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001729312,0.0001115331,0.002140866,0.0006052884,0.0000808109,0.000001936332,0.008939772,0.000009791288,0.007214051,0.01704541,0.9293932,0.03444003],"study_design_scores_gemma":[0.00009373105,0.00008983454,0.001130868,0.0009017263,0.00007314803,0.000004031363,0.001823274,0.00003079338,0.0003037268,0.0008325943,0.9943979,0.0003183772],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00924236,0.871661,0.005026036,0.01942484,0.01586717,0.002788825,0.0001837212,0.001509068,0.074297],"genre_scores_gemma":[0.4121643,0.5707105,0.002335132,0.004470408,0.002170977,0.0007269388,0.00003275639,0.00004787693,0.007341111],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4029219,"threshold_uncertainty_score":0.9969252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02343462259168598,"score_gpt":0.3475021058571617,"score_spread":0.3240674832654757,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}